Cave Spring Valley is a valley located in Hamblen County, Tennessee. It appears on the Bean Station USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,047.50 feet (319.28 m) above sea level. The nearest populated place is Indian HIlls, approximately 0.7 miles to the NW.